Open to opportunities

Victor David

@victordavid1

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Senior full-stack developer specializing in backend engineering, ML pipelines, and cloud-native systems.

Mexico

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What I'm looking for

I’m looking to join a team where I can lead backend and MLOps work—building microservices, event-driven systems, and CI/CD automation—to cut latency, improve reliability, and accelerate delivery in a cloud-native environment.

I’m a Senior Full-Stack Developer with 8+ years designing and scaling distributed systems, AI platforms, and cloud-native applications. I specialize in backend engineering, ML pipelines, and MLOps using Python, Go, Java, and AWS—building production microservices, event-driven architectures, and automated deployment systems.

I’ve helped teams accelerate delivery and improve performance through scalable designs and CI/CD automation, including reducing model release time from 11 hours to 2.8 hours and improving processing latency from 980ms to 210ms. I also build high-throughput services (up to 3,400 req/s) and real MLOps lifecycle pipelines that reduce deployment cycles from 6 days to 18 hours.

Experience

Work history, roles, and key accomplishments

Current

Full-Stack Developer

Current

Freelancer

Mar 2024 - Present (2 years 4 months)

Engineered scalable AI deployment platforms, cloud-native data pipelines, and high-performance microservices. Implemented event-driven processing and automated CI/CD and infrastructure provisioning to reduce deployment and batch execution times.

Python Go fastAPI Gin gRPC AWS Docker Kubernetes Kafka Terraform Microservices Event Driven Architecture CI CD Data Pipelines

Software Engineer

Santoli Connected Network

Feb 2021 - Feb 2024 (3 years)

Led enterprise AI training pipelines and built ML feature engineering/NLP pipelines for distributed GPU systems. Developed reinforcement learning ranking systems and backend services for AI-driven APIs with automated MLOps lifecycle pipelines and monitoring.

Python TensorFlow PyTorch .NET Core Angular AWS Redis SQL Server MLFlow NLP Feature Engineering Reinforcement Learning MLOps Monitoring

Full-Stack Developer

Hubbers

Dec 2018 - Jan 2021 (2 years 1 month)

Built high-performance backend systems and secure REST APIs with authentication layers. Developed modular business systems with PHP frameworks and optimized database performance across MySQL and PostgreSQL.

Java Spring Boot PHP Laravel Symfony MySQL PostgreSQL JavaScript REST APIs JWT Database Optimization

Web Developer

MassMutual

Nov 2017 - Nov 2018 (1 year)

Developed high-performance React applications, including real-time financial dashboards. Improved SEO and load performance using Next.js server-side rendering and built reusable UI architecture with React Hooks and Context API.